Called it 7 months ago.

I bet if you do a log plot it just destroys the bass.

Edit: Thinking on, this is one dimensional with a second dimension of time, you could slice the audio into three frequency bands and use RGB encoding to 3x the frequency range fidelity without having to change the context window size.